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本书介绍了模式识别和人工智能中的一些基本理论以及一些相关的模型,包括贝叶斯决策、线性判别函数、神经网络理论、隐马尔可夫模型、聚类技术等-This book describes the pattern recognition and artificial intelligence in some of the basic theory and some related models, including Bayesian decision-making, linear discriminant f
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Finally, probability analysis, based on the chosen database, is performed and
judgment whether the person is recognized is pronounced. Two different modeling
techniques can be suggested for purposes of person identification or verification. The
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hanlp源码，包括各种分词算法的实现，比如隐马尔科夫模型，条件随机场模型，N最短模型等，还有语义分析，情感分析等-hanlp source, including a variety of sub achieve segmentation algorithm, such as hidden Markov model, conditional random, N shortest models, as well as semantic analysis, sentiment analysis, e
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隐马尔科夫模型工具箱，readme文档介绍了该工具箱的使用方法-Hidden Markov Model (HMM) Toolbox written by Kevin Murphy (1998).
Seehttp://www.ai.mit.edu/~murphyk/Software/hmm.html for details.
Models
dhmm = HMM with discrete output
mhmm = HMM with mixture of G
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C implementation of inference and training algorithms for Hidden Semi-Markov Models (HSMM) with left-to-right topology.
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SHIRO is a set of tools based on HSMM (Hidden Semi-Markov Model), for aligning phoneme transcr iption with speech recordings, as well as training phoneme-to-speech alignment models.
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